مدل‌سازی کلیدزنی انتقال و محدودیت‌های پایداری آن در بازار احتمالاتی هم‌زمان انرژی و رزرو چرخان
محورهای موضوعی : مهندسی برق و کامپیوتر
رحمت اعظمی
1
(دانشگاه ایلام)
محمودرضا حقی‌فام
2
(دانشگاه تربیت مدرس)
کلید واژه: کلیدزنی انتقال بازار احتمالاتی هم‌زمان انرژی و رزرو چرخان برنامه‌ریزی احتمالاتی غیر خطی اعداد صحیح,
چکیده مقاله :
در این مقاله موضوع کلیدزنی شبکه انتقال در بازار احتمالی هم‌زمان انرژی و رزرو چرخان مدل‌سازی شده است. در مدل‌سازی انجام‌گرفته قیود دینامیکی متناظر با کلیدزنی شبکه انتقال در داخل مسأله بهینه‌سازی مدل شده است و هدف از بیان مسأله کمینه‌کردن هزینه تأمین بار، هزینه امنیت شبکه و جلوگیری از ناپایداری گذرا در هنگام بازکردن خطوط می‌باشد. کلیدزنی انتقال در مقایسه با روش‌های دیگر همانند بازآرایی تولید و قطع بار می‌تواند به عنوان روشی کنترلی برای مدیریت پیشامدها در سیستم به کار گرفته شود. در این مقاله با استفاده از مدل برنامه‌ریزی احتمالاتی غیر خطی اعداد صحیح، کلیدزنی انتقال در هنگام بهره‌برداری عادی و پیشامدها برای تعیین میزان بهینه انرژی و رزرو به کار گرفته شده است. برای بررسی کارایی استراتژی پیشنهادی سیستم تست 14شینه مورد مطالعه قرار گرفته است و مطابق با نتایج حاصل‌شده، استراتژی پیشنهادی هزینه‌های حدی انرژی و رزرو را کاهش داده است و از طرفی در نظر گرفتن محدودیت‌های دینامیکی باعث کم‌شدن اثرات کاهش هزینه در بازار می‌شود ولی ناپایداری گذرای سیستم و هزینه‌های ناپایداری را هنگام خروج خطوط مورد نظر قرار داده و هزینه‌های مرتبط با آن را کاهش می‌دهد..
In this paper a joint energy and reserve market with transmission switching considering dynamic constraints has been proposed to minimize the cost of supplying load, reliability expenses and avoidance of transient instability in line switching. Transmission switching is used during contingencies and steady state to determine optimal required energy and reserve values. To investigate the efficiency of the proposed strategy IEEE 14 bus test is studied. According to the obtained results, this strategy decreases energy and reserve marginal prices, as well as reliability cost.
[1] H. J. Koglin and H. Muller, "Overload reduction through corrective switching actions," in Proc. IEE Int. Conf. on Power System Monitoring and Control, London, pp. 159-164, 1980.
[2] J. G. Rolim and L. Machado, "A study of the use of corrective switching in transmission systems," IEEE Trans. on Power Systems, vol. 14, no. 1, pp. 336-341, Feb. 1999.
[3] G. Tomonori, S. Tomonobu, Y. Atsushi, U. Naomitsu, and F. Toshihisa, "Optimal operation of thermal unit in smart grid considering transmission constraint," Int. J. Electr. Power Energy Syst., vol. 40, no. 1, pp. 21-28, Sep. 2012.
[4] R. P. O'Neill, R. Baldick, U. Helman, M. H. Rothkopf, and W. Stewart, "Dispatchable transmission in RTO markets," IEEE Trans. Power Syst., vol. 20, no. 1, pp. 171-179, Feb. 2005.
[5] E. B. Fisher, R. P. O'Neill, and M. C. Ferris, "Optimal transmission switching," IEEE Trans. Power Syst., vol. 23, no. 3, pp. 1364-1355, Aug. 2008.
[6] K. W. Hedman, R. P. O'Neill, E. B. Fisher, and S. S. Oren, "Optimal transmission switching - sensitivity analysis and extensions," IEEE Trans. Power Syst., vol. 23, no. 3, pp. 1469-1479, Aug. 2008.
[7] K. W. Hedman, R. P. O'Neill, E. B. Fisher, and S. S. Oren, "Optimal transmission switching with contingency analysis," IEEE Trans. Power Syst., vol. 24, no. 3, pp. 1577-1586, Aug. 2009.
[8] K. W. Hedman, R. P. O'Neill, E. B. Fisher, and S. S. Oren, "Co - optimization of generation unit commitment and transmission switching with N-1 reliability," IEEE Trans. Power Syst., vol. 25, no. 2, pp. 1052-1063, May 2010.
[9] A. Khodaei and M. Shahidehpour, "Transmission switching in security - constrained unit commitment," IEEE Trans. Power Syst., vol. 25, no. 4, pp. 1937-1945, Nov. 2010.
[10] K. W. Hedman, R. P. O'Neill, E. B. Fisher, and S. S. Oren, "Smart flexible just-in-time transmission and flowgate bidding," IEEE Trans. Power Syst., vol. 26, no. 1, pp. 93-102, Feb. 2011.
[11] R. Aazami, K. Aflaki, and M. R. Haghifam, "A demand response based solution for LMP management in power markets," Int. J. of Electrical Power & Energy Systems, vol. 33, no. 5, pp. 1125-1132, Jun. 2011.
[12] E. B. Makram, K. P. Thornton, and H. E. Brown, "Selection of lines to be switched to eliminate overload lines using a Z - matrix method," IEEE Trans. on Power Systems, vol. 4, no. 2, pp. 653-661, May 1989.
[13] H. Glavitsch, "State of the art review - switching as means of control in the power system," International J. of Electrical Power and Energy Systems, vol. 7, no. 2, pp. 92-100, Apr. 1985.
[14] R. Bacher and H. Glavitsch, "Network topology optimization with security constraints," IEEE Trans. on Power Systems, vol. 1, no. 4, pp. 103-111, Nov. 1986.
[15] G. Schnyder and H. Glavitsch, "Integrated security control using an optimal power flow and switching concepts," IEEE Trans. on Power Systems, vol. 3, no. 2, pp. 782-790, May 1988.
[16] G. Schnyder and H. Glavitsch, "Security enhancement using an optimal switching power flow," IEEE Trans. on Power Systems, vol. 5, no. 2, pp. 674-681, May 1990.
[17] R. Aazami and A. F. Fard, "Impact of demand response programs on system and nodal reliability of a deregulated power system," in Proc. IEEE Int. Conf. Sustainable Energy Technologies, ICSET'08, pp. 1262-1266, Singapore, 27-28 Nov.2008.
[18] R. Aazami, A. H. Abassi, J. Shakeri, and A. F. Fard, "Impact of EDRP on composite reliability of restructured power systems," in IEEE Bucharest Power Tech Conf., Bucharest, Romania, 6 pp., 28 Jun. - 2 Jul. 2009.
[19] A. Yousefi, T. T. Nguyen, H. Zareipour, and O. P. Malik, "Congestion management using demand response and FACTS devices," Int J. Electr. Power Energy Syst., vol. 37, no. 1, pp. 78-85, May 2012.
[20] C. M. Affonso and L. C. P. da Silva, "Potential benefits of implementing load management to improve power system security," Int J. Electr. Power Energy Syst., vol. 32, no. 6, pp. 704-710, Jul. 2010.
[21] X. Fu and X. Wang, "Determination of load shedding to provide voltage stability," Int J. Electr. Power Energy Syst., vol. 33, no. 3, pp. 515-521, Mar. 2011.
[22] L. Wu, M. Shahidehpour, and T. Li, "Stochastic security - constrained unit commitment," IEEE Trans. Power Syst., vol. 22, no. 2, pp. 800-811, May 2007.
[23] Y. Fu, M. Shahidehpour, and Z. Li, "Security-constrained unit commitment with AC constraints," IEEE Trans. Power Syst., vol. 20, no. 3, pp. 1538-1550, Aug. 2005.
[24] F. Bouffard, F. D. Galiana, and A. J. Conejo, "Market-clearing with stochastic security - Part I: formulation," IEEE Trans. Power Syst., vol. 20, no. 4, pp. 1818-1826, Nov. 2005.
[25] C. Corchero and F. Javier Heredia, Two-Stage Stochastic Programming Model for the Thermal Optimal Day-Ahead Bid Problem with Physical Future Contracts, DR 2008/11 - EIO, UPC. http://www-eio.upc.es/~corchero/
[26] Q. P. Zheng, J. Wang Panos, M. Pardalos, and Y. Guan, "Stochastic security constrained unit commitment models and solution algorithm," INFORMS Annual Meeting, Austin, TX, US, Nov. 2010
[27] C. C. Carøe and R. Schultz, A Two-Stage Stochastic Program for Unit Commitment under Uncertainty in a Hydro-Thermal Power System, Konrad-Zuse-Zentrum fur Informationstechnik Berlin, Feb. 1998.
[28] S. Takriti, B. Krasenbrink, and L. S. Y. Wu, "Incorporating fuel constraints and electricity spot prices into the stochastic unit commitment problem," Operation Research, vol. 48, no. 2, pp. 268-280, Mar./Apr. 2000.
[29] K. Saenchai, L. Benedicenti, and G. H. Huang, "A mixed-integer two-stage interval stochastic programming model for regional air quality management," Environmental Informatics Archives, vol. 5, pp. 168-176, 2007.
[30] S. J. Stoyan and R. H. Kwon, "A two - stage stochastic mixed - integer programming approach to the index tracking problem," Optim Eng. J., vol. 11, no. 2, pp. 247-275, 2010.
[31] M. Shahidehpour and Y. Fu, "Benders decomposition," IEEE Power and Energy Mag., vol. 3, no. 2, pp. 20-21, Mar. 2005.
[32] S. S. Nielsen and S. A. Zenios, "Scalable parallel Benders decomposition for stochastic linear programming," Parallel Computing J., vol. 23, no. 8, pp. 1069-1088, Aug. 1997.
[33] A. M. Geoffrion, "Generalized benders decomposition," J. of Optimization Theory and Applications, vol. 10, no. 4, pp. 237-260, Oct. 1972.
[34] S. Granville, et al., Mathematical Decomposition Techniques for Power System, EPRI, Tech. Rep. 2473 6, 1988.
[35] Y. Li and J. McCalley, "A general benders decomposition structure for power system decision problems," in Proc. IEEE Conf. Electro/Information Technology, EIT'08, pp. 72-77, 18-20 May 2008.
[36] Y. Li, J. D. McCalley, and S. Ryan, "Risk-based unit commitment," IEEE Power Engineering Society General Meeting, 7 pp. 24-28 June 2007.
[37] Power System Test Case Archive, Univ. Washington, Dept. Elect. Eng., 2007. https://www.ee.washington.edu/research/pstca/pf14/pg tca14bus.htm.